Conference papers:
Organigram for Industry 4.0 papers: PNG SVG
F. E. R. Cesen, F. G. Vogt, M. C. Luizelli, C. E. Rothenberg, G. Szabó: Harnessing P4 for In-Network Unmanned Aerial Vehicle Collision Avoidance. In Proc., 11th IEEE International Conference on Network Softwarization (NETSOFT), June 23-27, 2025, Budapest, Hungary.
G. Szabó, B. Bunda, J. Varga, M. Balogh: Enhancing Network Observability and QoS Provisioning for Industrial Scenarios: A Unified Architecture with Event-Triggered Server Logic. In Proc., 10th International Conference on Smart and Sustainable Technologies (SpliTech 2025), June 16-20, 2025, Bol, Croatia.
M. B. Limpek, G. Szabó, L. Hévizi, I. Gódor: Spatial Prediction of UAV Position Using Deep Learning. In Proc., 2024 17th International Conference on Security of Information and Networks (SIN) - DroneSense-AI 2024 1st Workshop on Artificial Intelligence for Networked Drone and Sensor Applications, Virtual Conference
G. Szabó, M. Balogh, Á. Szanyi, D. Bata, A. Vidács, I. Komlósi, T. Pepó: On The Connectivity Model Management of Industrial IoT Devices. In Proc., 7th International IEEE Conference AND Workshop in Óbuda on Electrical and Power Engineering (CANDO-EPE), Oct 17-18, 2024, Budapest, Hungary.
K. Kecskeméti, Cs. Györgyi, P. Vörös, G. Szabó, P. Vörös, S. Laki, M. Andó, I. Komlósi, T. Pepó: Remote Manufacturing in Untrusted Domains. In Proc., 7th International IEEE Conference AND Workshop in Óbuda on Electrical and Power Engineering (CANDO-EPE), Oct 17-18, 2024, Budapest, Hungary.
K. Kecskeméti, Cs. Györgyi, P. Vörös, G. Szabó, S. Laki: Extensible FRER Security Testbed in a Box. In Proc., 10th IEEE International Conference on Network Softwarization (NETSOFT), PhD Symposium, June 24-28, 2024, St. Louis, MO, USA.
G. Szabó, M. Balogh, A. Vidács: Impact of Network Resource Management On The Quality of Pick and Place Processes. In Proc., 9th International Conference on Smart and Sustainable Technologies (SpliTech 2024), June 25-28, 2024, Bol, Croatia.
M. Balogh, B. Kovács, A. Vidács, G. Szabó: Towards a Connected Robotic Ecosystem. In Proc., IEEE Conference on Standards for Communications and Networking (CSCN), Nov 6-8, 2023, Munich, Germany.
A. Vidács, Z. Trombitás, G. Szabó: Network Resource Management For Cyber-Physical Production Systems Based On Quality Of Experience. In Proc., 37th European Simulation and Modelling Conference, Oct 24-26, 2023, Toulouse, France.
Cs. Györgyi, K. Kecskeméti, P. Vörös, S. Laki, G. Szabó: In-Network Quality Control of IP Camera Streams, In Proc. of the 24th International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc '23). Association for Computing Machinery, 23-26 October, 2023, Washington DC, USA, 334–339.
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G. Szabó, Z. Trombitás, J. Pető, T. Lohmar, I. Komlósi, T. Pepó, A. Vidács, M. Andó: Impact of Network Resource Management On Quality of Industrial Processes, In Proc. NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 08-12 May, 2023, Miami, FL, USA.
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A. Vidács, G. Szabó, M. Balogh: Measuring Robot System Agility — Ontology, System Theoretical Formulation and Benchmarking, In Proc. Intelligent Systems Conference (IntelliSys), 1-2 September, 2022, Amsterdam, The Netherlands.
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Cs. Györgyi, P. József, S. Laki, P. Vörös, G. Szabó: In-Network Velocity Control of Industrial Robot Arms, In Proc., 19th USENIX Symposium on Networked Systems Design and Implementation, April 4-6, 2022, Renton (WA), ISBN: 978-1-939133-27-4, pages: 995--1009, USENIX Association.
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Patents: US2023321829A1
G. Szabó, G. Seres, M. L. Mikecz and M. Hortobágyi, S. Rácz, J. Pető, T. Cinkler: Assessment of the Efficiency of 5G Network Exposure for the Industrial Internet of Things. In Proc., IEEE Conference on Standards for Communications and Networking (CSCN 2021), Dec 15-17, 2021, Virtual Conference.
G. Szabó, B. Tárnok, L. Vajda, J. Pető, A. Vidács: FATHER: FActory on THE Road. In Proc., 35th European Simulation and Modelling Conference, Oct 27-29, 2021, Virtual Conference.
Cs. Györgyi, K. Kecskemeti, P. Vörös, G. Szabó, S. Laki: In-network Solution for Network Traffic Reduction in Industrial Data Communication, In Proc. IEEE International Conference on Network Softwarization (NetSoft ‘21), 28 June–2 July 2021, Virtual Conference
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ONF P4 WS 2021: S. Laki, A. Kassler, G. Szabo, P. Vörös: Revitalizing industrial networking, May 17 – 20, 2021
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ONF P4 WS 2021: F. Rodríguez, C. E. Rothenberg, G. Szabo: Quadcopter Implementation of an In-Network Centralized Collision Avoidance Algorithm in Programmable Data Planes, May 17 – 20, 2021, 2021 P4 Workshop Novel Use Award: Most Novel Non-Networking Use of P4 for your presentation
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G. Szabó, L. Vajda, J. Pető, A. Vidács: Radio Resource- and Quality of Control-aware Planning For Self-reconfiguring Factory Cells. In Proc. IEEE GLOBECOM 2020 Workshop on AI-Enabled 5G/6G Networks: Automation, Openness, and Radio Access, 7-11 Dec. 2020., Virtual Conference
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Patents: US2023400842A1; US2023345521A1; US2023135285A1
G. Szabó, J. Pető, L. Németh, A. Vidács: Information Gain Regulation in Reinforcement Learning with the Digital Twins' Level of Realism. In Proc. IEEE 31st PIMRC'20 - Workshop on 5G Mobile Communication System for Smart Factories, 31 Aug – 3 Sept. 2020., Virtual Conference
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Patents: US2024098775A1; US2023311323A1
G. Szabó, J. Pető, S. Rácz, N. Reider, H. A. Munz : Digital Twin: Network Provisioning of Mission Critical Communication in Cyber Physical Production Systems. In Proc. the IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology, Jul 1-3, 2019, Denpasar, Indonesia.
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Patents: US2022063097A1
G. Szabó, J. Pető, S. Rácz, N. Reider : QoC-aware Remote Control of a Hexapod Platform. Industrial Demo Session of ACM SIGCOMM 2018, Aug 21-23, 2018, Budapest, Hungary.
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Patents: US2022118628A1
G. Szabó, S. Rácz, J. Pető, N. Reider, R. R. Aschoff: Quality of Control-aware Resource Allocation In 5G Wireless Access Networks. In Proc., User-Centric Service Provisioning Over 5G Networks Workshop of the IEEE WoWMoM 2018, Jun 12-15, 2018, Chania, Greece.
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Patents: US12042927B2, US2020346353A1
G. Szabó, S. Rácz, J. Pető, R. R. Aschoff: On The Effects of The Variations In Network Characteristics In Cyber Physical Systems. In Proc., 31st European Simulation and Modelling Conference, Oct 25-27, 2017, Lisbon, Portugal.
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G. Szabó, S. Rácz, Sz. Malomsoky, A. Bolle: Potential Gains of Reactive Video QoE Enhancement by App Agnostic QoE Deduction. In Proc., Globecom 2016, Dec 4-8, 2016, Washington DC, USA.
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Patents: US2023422063A1; US10581944B2, US2018007106A1
G. Szabó, S. Rácz, Sz. Malomsoky, A. Bolle: When To Take What: QoE-Aware Resource Redistribution Among Web Browsing Users and The Potential of Prioritizing QoE Sensitive Content. In Proc., ICC 2016, May 22-27, 2016, Kuala Lumpur, Malaysia.
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Patents: US10721744B2, US2018063853A1; US10244550B2, US2018132262A1; US10536555B2
G. Szabó, S. Rácz: Media QoE Enhancement With QUIC. In Proc., Infocom Workshops 2016, Apr 10-15, 2016, San Francisco, CA, USA.
Patents: US11956512B2, US2019281364A1
G. Szabó, S. Rácz: Network Enhancement of Web Rendering Time. In Proc., Infocom Workshops 2015, Apr 26- May 1, 2015, Hong Kong.
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Patents: US2019044830A1; US10349452B2, US2017339729A1
G. Szabó, G. Pongrácz, I. Godor, R. Coster, M. Sintorn: Service Aware Adaptive DRX Scheme. In Proc., Globecom Workshops 2014, Dec 8-12, 2014, Austin, TX, USA.
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Patents: US2016212794A1, US9955525B2
G. Szabó, G. Pongrácz, M. Sintorn: Traffic Adaptive Channel Switching With Time Slice Based Predictors. In Proc., WoWMoM 2013, Jun 4-7, 2013, Madrid, Spain.
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Patents: US2015282074A1, US9674779B2
G. Szabó, J. Szüle, B. Lins, Z. Turányi, G. Pongrácz, D. Sadok, S. Fernandes: Capturing the Real Influencing Factors of Traffic for Accurate Traffic Identification. In Proc., ICC 2012, Jun 10-15, 2012, Ottawa, Canada.
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Patents: US2012281590A1, US8737204B2
R. Antonello, S. Fernandes, D. Sadok, J. Kelner, G. Szabó: Deterministic Finite Automaton for Scalable Traffic Identification: the Power of Compressing by Range. In Proc., NOMS 2012, Apr 16-20, 2012, Maui, Hawaii, USA.
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Patents: US2015262009A1, US9870502B2; US2015156102A1, US9825841B2
G. Szabó, J. Szüle, Z. Turányi, G. Pongrácz: Multi-level Machine Learning Traffic Classification System. In Proc., ICN 2012, Febr 29-March 5, 2012, Saint Gilles, Reunion Island, France.
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Patents: US2013148513A1; US2013107715A1, US9124528B2; US2013100849A1, US8817655B2
A. Santos, S. Fernandes, R. Antonello, P. Lopes, D. Sadok, G. Szabó: High-Performance Traffic Workload Architecture for Testing DPI Systems. In Proc., Globecom 2011, Dec 5-9, 2012, Houston, Texas, USA.
G. Szabó, Z. Turányi, L. Toka, S Molnár, A. Santos: Automatic Protocol Signature Generation Framework for Deep Packet Inspection. In Proc., Valuetools 2011, May 16-20, 2011, Cachan, France.
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Patents: US2012173702A1; US2013194930A1
G. Szabó, A. Veres, S. Molnar: Towards Understanding the Evolution of Wars in Virtual and Real Worlds. In Proc., ICSNC 2009, September 20-25, 2009, Porto, Portugal.
G. Szabó, A. Veres, S. Molnar: Effects of User Behavior on MMORPG Traffic. In Proc., ICC 2009, June 14-18, 2009, Dresden, Germany
G. Szabó, D. Orincsay, Sz. Malomsoky, I. Szabo: On the Validation of Traffic Classification Algorithms. In Proc., PAM 2008, April 29-30, 2008, Cleveland, Ohio, USA.
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Patents: EP2258084A1, EP2258084B1
G. Szabó, D. Orincsay, B. P. Gerő, S. Győri, T. Borsos: Traffic Analysis of Mobile Broadband Networks. In Proc., ICST Wicon 2007, Oct 22-23, 2007, Austin, Texas, USA.
G. Szabó, I. Szabo, D. Orincsay: Accurate Traffic Classification. In Proc., IEEE Wowmom 2007, Jun 17-21, 2007, Helsinki, Finland.
Journal papers:
G. Szabó, "Enhancing Vertical Application and Network Co-Design: A Solution for Multipath Channel Switching in ROS2 With 3GPP Integration," in IEEE Access, vol. 13, pp. 34269-34285, 2025, doi: 10.1109/ACCESS.2025.3543905.
G. Szabó, József Pető, Attila Vidács, “Deployment options of AI components for network resource management in 5G-enabled agile industrial production cell”, in International Journal of Communication Systems published by John Wiley & Sons Ltd. https://doi.org/10.1002/dac.5983
G. Szabó, "Towards the automatic network resource management of OPC UA in 5G private networks", in Computer Networks, Special Issue of Computer Networks, Special issue on Network Softwarization and Intelligence at the Edge: Challenges and Opportunities, vol. 250, pp. 110581, 2024, ISSN 1389-1286, https://doi.org/10.1016/j.comnet.2024.110581. https://www.sciencedirect.com/science/article/pii/S1389128624004134
Draft, (According to Journals article sharing | Elsevier policy I can only share the preprint version till the embargo period 2026 June)
For the final version refer to the above link on Elsevier, please!
Demo video Open source code
G. Szabó and J. Pető, "Intelligent Wireless Resource Management in Industrial Camera Systems: Reinforcement Learning-Based AI-Extension for Efficient Network Utilization", in Computer Communications, Special issue on Digital Twins for the Computer-Networks Evolution, vol. 216, pp. 68-85, 2024, ISSN 0140-3664, https://doi.org/10.1016/j.comcom.2023.12.026. https://www.sciencedirect.com/science/article/pii/S0140366423004607
Draft, (According to Journals article sharing | Elsevier policy I can only share the preprint version till the embargo period 2026)
For the final version refer to the above link on Elsevier, please!
Demo video
Patents: WO2024054135A1
C. Györgyi, J. Pető, P. Vörös, G. Szabó and S. Laki, "Radio Propagation Digital Twin Aided Multi-Point Transmission With In-Network Dynamic On-Off Switching," in IEEE Access, vol. 11, pp. 128843-128858, 2023, doi: 10.1109/ACCESS.2023.3333525.
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Patents: WO2024037877A1
G. Szabó, "Towards The Automatic Network Resource Management of Robot Operating System In Programmable Mobile Networks," in IEEE Access, vol. 11, pp. 65934-65955, 2023, Print ISSN: 2169-3536, Online ISSN: 2169-3536, doi: DOI 10.1109/ACCESS.2023.3289922.
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Cs. Györgyi, P. Vörös, K. Kecskeméti, G. Szabó and S. Laki, "Adaptive Network Traffic Reduction on the Fly With Programmable Data Planes" in IEEE Access, vol. 11, pp. 24935-24944, 2023, doi: 10.1109/ACCESS.2023.3255985.
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Patents: US2024129252A1
A. Vidács, G. Szabó: Winning ARIAC 2020 by KISSing The BEAR: Keeping Things Simple in Best Effort Agile Robotics, Robotics and Computer-Integrated Manufacturing, Volume 71, 2021,
102166, ISSN 0736-5845, https://doi.org/10.1016/j.rcim.2021.102166.
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S. Rácz, G. Szabó, J. Pető: Performance Evaluation of Closed-loop Industrial Applications Over Imperfect Networks, Infocommunications Journal, Vol. XI, No 2, June 2019, pp. 32-38.
P. Megyesi, G. Szabó, S. Molnár, A. Veres, Sz. Malomsoky, S. Molnár: User behavior based traffic emulator: A framework for generating test data for DPI tools, Computer Networks,
Volume 92, Part 1, 2015, Pages 41-54, ISSN 1389-1286, https://doi.org/10.1016/j.comnet.2015.09.026. https://www.sciencedirect.com/science/article/pii/S1389128615003461
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Patents: US2012047200A1, US8280956B2
G. Szabó, I. Gódor, A. Veres, Sz. Malomsoky, S. Molnár: Traffic Classification over Gbit Speed with Commodity Hardware, IEEE Journal of Communications Software and Systems, 2010, Vol. 5, Num. 3.
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Patents: EP2366156A1, EP2366156B1
A. Callado, G. Szabó, B. P. Gero, J. Kelner, S. Fernandes, D. Sadok: Survey on Internet Traffic Identification and Classification, IEEE Communications Surveys and Tutorials, 2009, Vol. 11, Num. 3, pp. 37–52.
G. Szabó, A. Veres, S. Molnar: On The Impacts of Human Interactions in MMORPG Traffic, Journal of Multimedia Tools and Applications, 2009, Vol. 45, Num. 1-3, pp. 133–161
G. Szabó, S. Molnár: On The Scaling Characteristics of MMORPG Traffic, Híradástechnika, 2008, Vol. LXIII., Num. 1, pp. 40–47. (Selected Papers)
G. Szabó, S. Molnár: Nagyon sok szereplős online szerepjátékok skálázási tulajdonságainak vizsgálata, Híıradástechnika, 2007, Vol. LXII., Num. 11, pp. 20–26.
Other non-related publications:
A. Szentgyörgyi, G. Szabó, B. Bencsáth: Bevezetés a botnetek világába, Híradástechnika, 2008, Vol. LXIII. Num. 11, pp. 10–15. (Pollák-Virág díjas).
G. Szabó, B. Bencsáth: DHA támadás elleni védekezés központosított szűréssel, Híradástechnika, 2006, Vol. LIX. Num. 2, pp. 42–49.
Dissertation: Draft
(Last modified: 8 Sept 2010)
Theses booklet: Draft
(Last modified: 8 Sept 2010)
Theses booklet (Hungarian): Draft
(Last modified: 8 Sept 2010)